Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008929

The MH-36 locality cells most similar to this Chandrapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750011383

distance 0.196 · cross-district

#2 · Chandrapurcell 4730006109

distance 0.226

#3 · Yavatmalcell 5000006647

distance 0.234 · cross-district

#4 · Gadchirolicell 4750010843

distance 0.249 · cross-district

#5 · Gadchirolicell 4750009985

distance 0.263 · cross-district

#6 · Chandrapurcell 4730007224

distance 0.276

#7 · Jalgaoncell 4780000296

distance 0.292 · cross-district

#8 · Chandrapurcell 4730008782

distance 0.293

#9 · Chandrapurcell 4730008659

distance 0.297

#10 · Bhandaracell 4710001157

distance 0.304 · cross-district

#11 · Gondiacell 4760000211

distance 0.317 · cross-district

#12 · Gadchirolicell 4750010499

distance 0.319 · cross-district

#13 · Gadchirolicell 4750011451

distance 0.32 · cross-district

#14 · Chandrapurcell 4730006671

distance 0.323

#15 · Jalgaoncell 4780002496

distance 0.324 · cross-district

#16 · Chandrapurcell 4730008629

distance 0.324

#17 · Chandrapurcell 4730007828

distance 0.325

#18 · Jalgaoncell 4780000295

distance 0.327 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":473,"cluster_id":4730008929}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.